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How to: Create and Execute a Simple PLINQ Query

The following example shows how to create a simple Parallel LINQ query by using the AsParallel extension method on the source sequence, and executing the query by using the ForAll<TSource> method.


This documentation uses lambda expressions to define delegates in PLINQ. If you are not familiar with lambda expressions in C# or Visual Basic, see Lambda Expressions in PLINQ and TPL.

            var source = Enumerable.Range(100, 20000);

            // Result sequence might be out of order.
            var parallelQuery = from num in source.AsParallel()
                                where num % 10 == 0
                                select num;

            // Process result sequence in parallel
            parallelQuery.ForAll((e) => DoSomething(e));

            // Or use foreach to merge results first.
            foreach (var n in parallelQuery)

            // You can also use ToArray, ToList, etc
            // as with LINQ to Objects.
            var parallelQuery2 = (from num in source.AsParallel()
                                  where num % 10 == 0
                                  select num).ToArray();

            // Method syntax is also supported
            var parallelQuery3 = source.AsParallel().Where(n => n % 10 == 0).Select(n => n);

This example demonstrates the basic pattern for creating and executing any Parallel LINQ query when the ordering of the result sequence is not important; unordered queries are generally faster than ordered queries. The query partitions the source into tasks that are executed asynchronously on multiple threads. The order in which each task completes depends not only on the amount of work involved to process the elements in the partition, but also on external factors such as how the operating system schedules each thread. This example is intended to demonstrate usage, and might not run faster than the equivalent sequential LINQ to Objects query. For more information about speedup, see Understanding Speedup in PLINQ. For more information about how to preserve the ordering of elements in a query, see How to: Control Ordering in a PLINQ Query.

  • Create a console application project

  • Paste the code example after the Main method.

  • Add a call to SimpleQuery from Main and press F5.